Towards Financial Cloud Framework - Modelling and Benchmarking of Financial Assets in Public and Private Clouds


Chang, Victor, Wills, Gary and De Roure, David (2010) Towards Financial Cloud Framework - Modelling and Benchmarking of Financial Assets in Public and Private Clouds. At IEEE Cloud 2010, the third International Conference on Cloud Computing , Miami, Florida, USA, 05 - 10 Jul 2010. (Submitted).

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Description/Abstract

Literature identifies two problems in clouds: (i) there are few financial clouds and (ii) portability of financial modelling from desktop to cloud is challenging. To address these two problems, we propose the Financial Cloud Framework (FCF), which contains business models, forecasting, sustainability, modelling, simulation and benchmarking of financial assets. We select Monte Carlo Methods for pricing and Black Scholes Model for risk analysis. Our objective is to demonstrate portability, speed, accuracy and reliability of financial models in the clouds, and present how modelling, simulation and benchmarking fit into FCF. Experiments and benchmark are performed in public and private clouds, where portability, speed, accuracy and reliability from desktop to clouds are successfully demonstrated.

Item Type: Conference or Workshop Item (Poster)
Additional Information: Event Dates: 5-10 July, 2010
Keywords: Financial Cloud Framework, Monte Carlo Method, Black Scholes Model, and modelling and simulation of financial assets.
Divisions: Faculty of Physical Sciences and Engineering > Electronics and Computer Science > Electronic & Software Systems
ePrint ID: 268769
Date Deposited: 20 Mar 2010 15:45
Last Modified: 27 Mar 2014 20:15
Further Information:Google Scholar
URI: http://eprints.soton.ac.uk/id/eprint/268769

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